Methods › Computer Vision › Image Models › Interpretability › Papers, page 5

Interpretability

Papers archive 2025-07-28

archive papers tagged: 1,322 · with a code link: 501 · where Syntology ran a sample: 112 (82 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (112 of 1,322 tagged: 82 with a run with no instrument failure, 30 where every run was a failure of Syntology's instrument)

Page 5 of 14: papers 401 to 500 of 1,322, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Bayesian Stress Testing of Models in a Classification Hierarchy
  25 May 2020 · 1 repository · arXiv:2005.12327
• Network Comparison with Interpretable Contrastive Network Representation Learning
  25 May 2020 · 3 repositories · arXiv:2005.12419
• Towards Analogy-Based Explanations in Machine Learning
  23 May 2020 · 0 repositories · arXiv:2005.12800
• Unsupervised Geometric Disentanglement for Surfaces via CFAN-VAE
  23 May 2020 · 0 repositories · arXiv:2005.11622
• Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification
  22 May 2020 · 1 repository · arXiv:2005.10979
• CPOT: Channel Pruning via Optimal Transport
  21 May 2020 · 0 repositories · arXiv:2005.10451
• Hyperspectral Unmixing Network Inspired by Unfolding an Optimization Problem
  21 May 2020 · 0 repositories · arXiv:2005.10856
• ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes
  19 May 2020 · 1 repository · arXiv:2005.09284
• Try This Instead: Personalized and Interpretable Substitute Recommendation
  19 May 2020 · 0 repositories · arXiv:2005.09344
• Multi-View Graph Neural Networks for Molecular Property Prediction
  17 May 2020 · 0 repositories · arXiv:2005.13607
• Simple, Scalable, and Stable Variational Deep Clustering
  16 May 2020 · 2 repositories · arXiv:2005.08047
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Adaptive Transformers for Learning Multimodal Representations
  15 May 2020 · 2 repositories · arXiv:2005.07486
• Towards Interpretable Deep Learning Models for Knowledge Tracing
  13 May 2020 · 0 repositories · arXiv:2005.06139
• Compositional Few-Shot Recognition with Primitive Discovery and Enhancing
  12 May 2020 · 0 repositories · arXiv:2005.06047
• Interpretable Deep Representation Learning from Temporal Multi-view Data
  11 May 2020 · 0 repositories · arXiv:2005.05210
• Evaluating Sparse Interpretable Word Embeddings for Biomedical Domain
  11 May 2020 · 1 repository · arXiv:2005.05114
• Extending the Tsetlin Machine With Integer-Weighted Clauses for Increased Interpretability
  11 May 2020 · 4 repositories · arXiv:2005.05131
• Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem
  10 May 2020 · 0 repositories · arXiv:2005.04539
• Explainable Matrix -- Visualization for Global and Local Interpretability of Random Forest Classification Ensembles
  8 May 2020 · 0 repositories · arXiv:2005.04289
• A Locally Adaptive Interpretable Regression
  7 May 2020 · 1 repository · arXiv:2005.03350
• Online Parameter Estimation for Human Driver Behavior Prediction
  6 May 2020 · 0 repositories · arXiv:2005.02597
• Interpreting Deep Models through the Lens of Data
  5 May 2020 · 1 repository · arXiv:2005.03442
• P2ExNet: Patch-based Prototype Explanation Network
  5 May 2020 · 0 repositories · arXiv:2005.02006
• A Model-driven Deep Neural Network for Single Image Rain Removal
  4 May 2020 · 1 repository · arXiv:2005.01333
• Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability
  4 May 2020 · 0 repositories · arXiv:2005.10125
• Large-scale Uncertainty Estimation and Its Application in Revenue Forecast of SMEs
  2 May 2020 · 0 repositories · arXiv:2005.00718
• Rationalizing Medical Relation Prediction from Corpus-level Statistics
  2 May 2020 · 1 repository · arXiv:2005.00889
• Robust and Interpretable Grounding of Spatial References with Relation Networks
  2 May 2020 · 0 repositories · arXiv:2005.00696
• Deep Orientation Uncertainty Learning based on a Bingham Loss
  1 May 2020 · 1 repository
• Massively Multilingual Sparse Word Representations
  1 May 2020 · 1 repository
• Multi-View Self-Attention for Interpretable Drug-Target Interaction Prediction
  1 May 2020 · 1 repository · arXiv:2005.00397
• Reproducing a Morphosyntactic Tagger with a Meta-BiLSTM Model over Context Sensitive Token Encodings
  1 May 2020 · 0 repositories
• Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
  1 May 2020 · 2 repositories · arXiv:2005.00646
• SQuAD2-CR: Semi-supervised Annotation for Cause and Rationales for Unanswerability in SQuAD 2.0
  1 May 2020 · 0 repositories
• A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays
  30 Apr 2020 · 2 repositories · arXiv:2005.01578
• Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation
  30 Apr 2020 · 0 repositories · arXiv:2004.14672
• Hide-and-Seek: A Template for Explainable AI
  30 Apr 2020 · 1 repository · arXiv:2005.00130
• Do Neural Language Models Show Preferences for Syntactic Formalisms?
  29 Apr 2020 · 0 repositories · arXiv:2004.14096
• Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition
  29 Apr 2020 · 1 repository · arXiv:2004.14514
• Interpretable Random Forests via Rule Extraction
  29 Apr 2020 · 0 repositories · arXiv:2004.14841
• Towards Transparent and Explainable Attention Models
  29 Apr 2020 · 2 repositories · arXiv:2004.14243
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL
  28 Apr 2020 · 2 repositories · arXiv:2004.13701
• DTCA: Decision Tree-based Co-Attention Networks for Explainable Claim Verification
  28 Apr 2020 · 0 repositories · arXiv:2004.13455
• Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models
  27 Apr 2020 · 0 repositories · arXiv:2004.14480
• Differentiable Adaptive Computation Time for Visual Reasoning
  27 Apr 2020 · 1 repository · arXiv:2004.12770
• Faster Depth-Adaptive Transformers
  27 Apr 2020 · 0 repositories · arXiv:2004.13542
• Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks
  27 Apr 2020 · 0 repositories · arXiv:2004.12551
• Sequential Interpretability: Methods, Applications, and Future Direction for Understanding Deep Learning Models in the Context of Sequential Data
  27 Apr 2020 · 0 repositories · arXiv:2004.12524
• Transferable Perturbations of Deep Feature Distributions
  27 Apr 2020 · 0 repositories · arXiv:2004.12519
• An Extension of LIME with Improvement of Interpretability and Fidelity
  26 Apr 2020 · 0 repositories · arXiv:2004.12277
• Classification Trees for Imbalanced and Sparse Data: Surface-to-Volume Regularization
  26 Apr 2020 · 0 repositories · arXiv:2004.12293
• Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease
  25 Apr 2020 · 0 repositories · arXiv:2004.12204
• Improving the Interpretability of fMRI Decoding using Deep Neural Networks and Adversarial Robustness
  23 Apr 2020 · 1 repository · arXiv:2004.11114
• From Physics-Based Models to Predictive Digital Twins via Interpretable Machine Learning
  23 Apr 2020 · 0 repositories · arXiv:2004.11356
• Human Factors in Model Interpretability: Industry Practices, Challenges, and Needs
  23 Apr 2020 · 1 repository · arXiv:2004.11440
• Learning a Formula of Interpretability to Learn Interpretable Formulas
  23 Apr 2020 · 3 repositories · arXiv:2004.11170
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification
  21 Apr 2020 · 1 repository · arXiv:2004.09805
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
• CLOPS: Continual Learning of Physiological Signals
  20 Apr 2020 · 0 repositories · arXiv:2004.09578
• Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images
  20 Apr 2020 · 2 repositories · arXiv:2004.09666
• Games for Fairness and Interpretability
  20 Apr 2020 · 0 repositories · arXiv:2004.09551
• Network Anomaly Detection based on Tensor Decomposition
  20 Apr 2020 · 0 repositories · arXiv:2004.09655
• A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery
  19 Apr 2020 · 0 repositories · arXiv:2004.08886
• Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision
  18 Apr 2020 · 0 repositories · arXiv:2004.10024
• Gaussian Process Learning-based Probabilistic Optimal Power Flow
  16 Apr 2020 · 0 repositories · arXiv:2004.07757
• MARLeME: A Multi-Agent Reinforcement Learning Model Extraction Library
  16 Apr 2020 · 1 repository · arXiv:2004.07928
• Human Evaluation of Interpretability: The Case of AI-Generated Music Knowledge
  15 Apr 2020 · 0 repositories · arXiv:2004.06894
• On the Linguistic Capacity of Real-Time Counter Automata
  15 Apr 2020 · 0 repositories · arXiv:2004.06866
• Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer
  14 Apr 2020 · 1 repository · arXiv:2004.06698
• On the interplay between physical and content priors in deep learning for computational imaging
  14 Apr 2020 · 0 repositories · arXiv:2004.06355
• Quantifying Community Characteristics of Maternal Mortality Using Social Media
  14 Apr 2020 · 1 repository · arXiv:2004.06303
• Exploiting Interpretable Patterns for Flow Prediction in Dockless Bike Sharing Systems
  13 Apr 2020 · 1 repository · arXiv:2004.05774
• Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification
  11 Apr 2020 · 0 repositories · arXiv:2004.05399
• PANDORA Talks: Personality and Demographics on Reddit
  9 Apr 2020 · 0 repositories · arXiv:2004.04460
• Multi-Head Attention based Probabilistic Vehicle Trajectory Prediction
  8 Apr 2020 · 0 repositories · arXiv:2004.03842
• Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-based Approach
  8 Apr 2020 · 0 repositories · arXiv:2004.03922
• How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents
  7 Apr 2020 · 0 repositories · arXiv:2004.03237
• Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?
  7 Apr 2020 · 0 repositories · arXiv:2004.03685
• B-SCST: Bayesian Self-Critical Sequence Training for Image Captioning
  6 Apr 2020 · 0 repositories · arXiv:2004.02435
• DualSDF: Semantic Shape Manipulation using a Two-Level Representation
  6 Apr 2020 · 1 repository · arXiv:2004.02869
• giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration
  6 Apr 2020 · 1 repository · arXiv:2004.02551
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• TSInsight: A local-global attribution framework for interpretability in time-series data
  6 Apr 2020 · 0 repositories · arXiv:2004.02958
• Iterative Context-Aware Graph Inference for Visual Dialog
  5 Apr 2020 · 1 repository · arXiv:2004.02194
• A New Method to Compare the Interpretability of Rule-based Algorithms
  3 Apr 2020 · 1 repository · arXiv:2004.01570
• State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease
  3 Apr 2020 · 0 repositories · arXiv:2004.03372
• Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication
  1 Apr 2020 · 0 repositories · arXiv:2004.00470
• NBDT: Neural-Backed Decision Trees
  1 Apr 2020 · 2 repositories · arXiv:2004.00221
  Syntology official (archive's flag): 1 ran · 18 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 14 where Syntology's instrument failed) · 11 unverified (of 29 harvested samples)
• Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models
  31 Mar 2020 · 0 repositories · arXiv:2003.14285
• Architecture Disentanglement for Deep Neural Networks
  30 Mar 2020 · 1 repository · arXiv:2003.13268
• Investigating Language Impact in Bilingual Approaches for Computational Language Documentation
  30 Mar 2020 · 0 repositories · arXiv:2003.13325
• Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training
  30 Mar 2020 · 0 repositories · arXiv:2003.13249
• Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm
  27 Mar 2020 · 0 repositories · arXiv:2003.12526
• From unbiased MDI Feature Importance to Explainable AI for Trees
  26 Mar 2020 · 0 repositories · arXiv:2003.12043
• Deep Grouping Model for Unified Perceptual Parsing
  25 Mar 2020 · 0 repositories · arXiv:2003.11647
• Born-Again Tree Ensembles
  24 Mar 2020 · 1 repository · arXiv:2003.11132
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-task Learning
  24 Mar 2020 · 0 repositories · arXiv:2003.10607
• Towards Explainability of Machine Learning Models in Insurance Pricing
  24 Mar 2020 · 3 repositories · arXiv:2003.10674
• TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
  24 Mar 2020 · 0 repositories · arXiv:2003.12012
• Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records
  23 Mar 2020 · 0 repositories · arXiv:2003.10170
• Linguistically Driven Graph Capsule Network for Visual Question Reasoning
  23 Mar 2020 · 0 repositories · arXiv:2003.10065
• Invariant Rationalization
  22 Mar 2020 · 1 repository · arXiv:2003.09772
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)